Pleroma Works Research

Publications

Stable research records with explicit version, citation, scope, and publication status. The record should make the boundary between a proposal, a computation, and an established result visible.

3

Open preprints

DOI

Stable citations

CC BY 4.0

Open license

Explicit

Claim boundaries

All three records are open preprints deposited on Zenodo under CC BY 4.0. A DOI makes a record stable and citable; it does not make the work peer reviewed or independently validated.

Research posture →

Record 01

Preprintv1.2

QGT / IGBP companion paper · Paper I

The Quantum Geometric Tensor Reveals That Training Is a Physical Process. I. Framework and Diagnostic

March 19, 202610.5281/zenodo.20077495

Introduces a quantum-geometric description of training dynamics, the IGBP scalar diagnostic, and an I-bit event definition, together with a stated algebraic boundary between real-valued and Clifford-weighted architectures.

Status boundary

Proposed framework and diagnostic. This preprint is not represented here as peer reviewed or independently validated.

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Citation and record details

Dimitry Jean-Noel II (2026). The Quantum Geometric Tensor Reveals That Training Is a Physical Process. I. Framework and Diagnostic (v1.2) [Preprint]. Zenodo. https://doi.org/10.5281/zenodo.20077495

Affiliation
Pleroma Works, LLC
License
CC BY 4.0
Companion record
10.5281/zenodo.20077534

Record 02

Preprintv1.2

QGT / IGBP companion paper · Paper II

The Quantum Geometric Tensor Reveals That Training Is a Physical Process. II. Experimental Evidence

March 19, 202610.5281/zenodo.20077534

Tests the companion framework in controlled random 3-SAT experiments across matched architectures and training regimes, reporting architecture- and observability-dependent geometric events.

Status boundary

Author-reported experimental results. This preprint is not represented here as independent replication or peer review.

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Citation and record details

Dimitry Jean-Noel II (2026). The Quantum Geometric Tensor Reveals That Training Is a Physical Process. II. Experimental Evidence (v1.2) [Preprint]. Zenodo. https://doi.org/10.5281/zenodo.20077534

Affiliation
Pleroma Works, LLC
License
CC BY 4.0
Companion record
10.5281/zenodo.20077495

Record 03

Preprintv0.1.0

Earlier exploratory work · Light Theory Realm

Koide from Prime Plaquettes: Geometric Fixed Points in an Information Manifold

December 1, 202510.5281/zenodo.17860502

Studies a prime-plaquette toy model in which Koide-like charged-lepton mass behavior appears in a geometry-dependent fixed region and changes under topology perturbations.

Status boundary

Exploratory toy model. The paper does not claim a first-principles derivation of the Koide relation.

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Citation and record details

Dimitry Jean-Noel II (2025). Koide from Prime Plaquettes: Geometric Fixed Points in an Information Manifold (v0.1.0) [Preprint]. Zenodo. https://doi.org/10.5281/zenodo.17860502

Affiliation
Pleroma Works, LLC
License
CC BY 4.0

Questions about the research record?

Corrections, replication notes, and citation questions can be sent to the current public contact address.

djean@botwpbc.com